499 citations · 1k across the 9 of their papers we have counts for
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Optimization of FPGA-based CNN Accelerators Using Metaheuristics
Sadiq M. Sait, Aiman El-Maleh, Mohammad Altakrouri +1
In recent years, convolutional neural networks (CNNs) have demonstrated their ability to solve problems in many fields and with accuracy that was not possible before. However, this…
FxP-QNet: A Post-Training Quantizer for the Design of Mixed Low-Precision DNNs with Dynamic Fixed-Point Representation
Ahmad Shawahna, Sadiq M. Sait, Aiman El-Maleh +1
Deep neural networks (DNNs) have demonstrated their effectiveness in a wide range of computer vision tasks, with the state-of-the-art results obtained through complex and deep stru…
A Review of Open Source Software Tools for Time Series Analysis
Yunus Parvej Faniband, Iskandar Ishak, Sadiq M. Sait
Time series data is used in a wide range of real world applications. In a variety of domains , detailed analysis of time series data (via Forecasting and Anomaly Detection) leads t…